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Masrour Zoghi

University of British Columbia

Merge Double Thompson Sampling for Large Scale Online Ranker Evaluation


Dec 11, 2018
Chang Li, Ilya Markov, Maarten de Rijke, Masrour Zoghi


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BubbleRank: Safe Online Learning to Rerank


Jun 15, 2018
Branislav Kveton, Chang Li, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvari, Masrour Zoghi


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Online Learning to Rank in Stochastic Click Models


Jun 20, 2017
Masrour Zoghi, Tomas Tunys, Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvari, Zheng Wen

* Proceedings of the 34th International Conference on Machine Learning 

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Bayesian Optimization in a Billion Dimensions via Random Embeddings


Jan 10, 2016
Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas

* 33 pages 

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Contextual Dueling Bandits


Jun 13, 2015
Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi

* 25 pages, 4 figures, Published at COLT 2015 

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Copeland Dueling Bandits


Jun 01, 2015
Masrour Zoghi, Zohar Karnin, Shimon Whiteson, Maarten de Rijke

* 33 pages, 8 figures 

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Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem


Dec 17, 2013
Masrour Zoghi, Shimon Whiteson, Remi Munos, Maarten de Rijke

* 13 pages, 6 figures 

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Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations


Jun 27, 2012
Nando de Freitas, Alex Smola, Masrour Zoghi

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012). arXiv admin note: substantial text overlap with arXiv:1203.2177 

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Regret Bounds for Deterministic Gaussian Process Bandits


Mar 09, 2012
Nando de Freitas, Alex Smola, Masrour Zoghi

* 17 pages, 5 figures 

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